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Wang Y, Liu Y, Liu Y, Li C, Xue T. MiR-483 targeting integrin β4 regulates the stability of intestinal barrier in turbot (Scophthalmus maximus) during pathogen infection. FISH & SHELLFISH IMMUNOLOGY 2025; 160:110209. [PMID: 39984003 DOI: 10.1016/j.fsi.2025.110209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/06/2024] [Revised: 02/15/2025] [Accepted: 02/18/2025] [Indexed: 02/23/2025]
Abstract
The hemidesmosome, critical for epithelial cell adhesion to the basement membrane, relies on integrin beta 4 (itgb4) as a central component. Mutations of Itgb4 caused intestinal epithelial cell exfoliation in mammals, highlighting its essential role in maintaining epithelial integrity. However, the distribution and function of itgb4 in fish intestines remain poorly understood. Fish intestines, unlike those of terrestrial animals, are constantly exposed to environmental pathogens such as Vibrio anguillarum, Edwardsiella piscicida, and Aeromonas salmonicida, which can cause significant intestinal epithelial cell exfoliation and compromise mucosal barrier function. Investigating the role of itgb4 in this context is crucial for developing strategies to prevent intestinal pathogen infections in aquaculture. This study analyzed the distribution, function, and expression of itgb4 during pathogenic infection in the intestines of Scophthalmus maximus (turbot). Results revealed that Itgb4 protein is predominantly localized in intestinal epithelial cells, particularly at the cell membrane, and its expression significantly decreased during early stages of pathogenic bacterial infection. Interfering with itgb4 led to severe exfoliation of intestinal epithelial cells, accompanied by the downregulation of adhesion-related proteins and upregulation of immune-related genes. In turbot intestinal cells, itgb4 interference increased cell migration, underscoring its critical role in maintaining stable cell adhesion. Furthermore, itgb4 knockdown in zebrafish weakened intestinal epithelial cell adhesion and altered skin epithelial morphology, demonstrating its broader role in epithelial integrity. Importantly, we identified miR-483 as a key regulator of itgb4 during pathogenic infection. miR-483 exhibited an expression pattern opposite to that of itgb4. Both in vitro and in vivo experiments confirmed its role in regulating intestinal epithelial cell exfoliation by targeting itgb4. This study reveals the critical role of itgb4 in maintaining fish intestinal epithelial adhesion and its regulation by miR-483, offering new insights for improving mucosal barrier function and disease resistance in aquaculture. These findings highlight itgb4 as a potential therapeutic target to enhance disease resistance in economically important fish species.
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Affiliation(s)
- Yanmin Wang
- School of Marine Science and Engineering, Qingdao Agricultural University, Qingdao, 266109, China
| | - Yuping Liu
- School of Marine Science and Engineering, Qingdao Agricultural University, Qingdao, 266109, China
| | - Yiping Liu
- School of Marine Science and Engineering, Qingdao Agricultural University, Qingdao, 266109, China
| | - Chao Li
- School of Marine Science and Engineering, Qingdao Agricultural University, Qingdao, 266109, China
| | - Ting Xue
- School of Marine Science and Engineering, Qingdao Agricultural University, Qingdao, 266109, China.
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2
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Mimpen JY, Baldwin MJ, Paul C, Ramos-Mucci L, Kurjan A, Cohen CJ, Sharma S, Chevalier Florquin MSN, Hulley PA, McMaster J, Titchener A, Martin A, Costa ML, Gwilym SE, Cribbs AP, Snelling SJB. Exploring cellular changes in ruptured human quadriceps tendons at single-cell resolution. J Physiol 2025. [PMID: 40232153 DOI: 10.1113/jp287812] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2024] [Accepted: 02/21/2025] [Indexed: 04/16/2025] Open
Abstract
Tendon ruptures in humans have often been studied during the chronic phase of injury, particularly in the context of rotator cuff disease. However, the early response to acute tendon ruptures remains less investigated. Quadriceps tendons, which require prompt surgical treatment, offer a model to investigate this early response. Therefore, this study aimed to explore the early cellular changes in ruptured compared to healthy human quadriceps tendons. Quadriceps tendon samples were collected from patients undergoing fracture repair (healthy) or tendon repair surgery (collected 7-8 days post-injury). Nuclei were isolated for single-nucleus RNA sequencing, and comprehensive transcriptomic analysis was conducted. The transcriptomes of 12,808 nuclei (7268 from healthy and 5540 from ruptured quadriceps tendons) were profiled, revealing 12 major cell types and several cell subtypes and states. Rupture samples showed increased expression of genes related to extracellular matrix organisation and cell cycle signalling, and a decrease in expression of genes in lipid metabolism pathways. These changes were predominantly driven by gene expression changes in the fibroblast, vascular endothelial cell (VEC), mural cell, and macrophage populations: fibroblasts shift to an activated phenotype upon rupture and there is an increase in the proportion of capillary and dividing VECs. A diverse immune environment was observed, with a shift from homeostatic to activated macrophages following rupture. Cell-cell interactions increased in number and diversity in rupture, and primarily involved fibroblast and VEC populations. Collectively, this transcriptomic analysis suggests that fibroblasts and endothelial cells are key orchestrators of the early injury response within ruptured quadriceps tendon. KEY POINTS: Tendon ruptures in humans have regularly been studied during the chronic phase of injury, but less is known about the early injury response after acute tendon ruptures. This study explored the early cellular changes in ruptured compared to healthy human quadriceps tendons at single-cell resolution. Fibroblasts and endothelial cells seem to be the key orchestrators of the early injury response within ruptured quadriceps tendon. Therefore, these cell types are obvious targets for interventions to enhance tendon healing. Overall, this study highlights that the development of more effective therapeutic options for tendon injury requires better understanding of the cellular, extracellular, and mechanical landscape of tendon tissue.
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Affiliation(s)
- Jolet Y Mimpen
- The Botnar Institute of Musculoskeletal Sciences, Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
- Kennedy Institute of Rheumatology, Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Mathew J Baldwin
- The Botnar Institute of Musculoskeletal Sciences, Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Claudia Paul
- The Botnar Institute of Musculoskeletal Sciences, Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Lorenzo Ramos-Mucci
- The Botnar Institute of Musculoskeletal Sciences, Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Alina Kurjan
- The Botnar Institute of Musculoskeletal Sciences, Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Carla J Cohen
- The Botnar Institute of Musculoskeletal Sciences, Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
- Centre for Computational Biology, MRC Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, UK
| | - Shreeya Sharma
- The Botnar Institute of Musculoskeletal Sciences, Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | | | - Philippa A Hulley
- The Botnar Institute of Musculoskeletal Sciences, Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - John McMaster
- Oxford University Hospital NHS Foundation Trust, Oxford, UK
| | | | | | - Matthew L Costa
- The Botnar Institute of Musculoskeletal Sciences, Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
- Oxford University Hospital NHS Foundation Trust, Oxford, UK
| | - Stephen E Gwilym
- The Botnar Institute of Musculoskeletal Sciences, Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
- Oxford University Hospital NHS Foundation Trust, Oxford, UK
| | - Adam P Cribbs
- The Botnar Institute of Musculoskeletal Sciences, Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
- Oxford Centre for Translational Myeloma Research University of Oxford, Oxford, UK
| | - Sarah J B Snelling
- The Botnar Institute of Musculoskeletal Sciences, Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
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3
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Valentini V, Santi R, Silvestri V, Saieva C, Roviello G, Amorosi A, Compérat E, Ottini L, Nesi G. CD44 Methylation Levels in Androgen-Deprived Prostate Cancer: A Putative Epigenetic Modulator of Tumor Progression. Int J Mol Sci 2025; 26:2516. [PMID: 40141159 PMCID: PMC11942495 DOI: 10.3390/ijms26062516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2025] [Revised: 02/27/2025] [Accepted: 03/06/2025] [Indexed: 03/28/2025] Open
Abstract
Epigenetic changes have been reported to promote the development and progression of prostate cancer (PCa). Compared to normal prostate tissue, tumor samples from patients treated with androgen-deprivation therapy (ADT) show the hypermethylation of genes primarily implicated in PCa progression. A series of 90 radical prostatectomies was retrospectively analyzed. A total of 46 patients had undergone surgery alone (non-treated) and 44 had received ADT prior to surgery (treated). Promoter methylation analysis of the candidate genes possibly involved in PCa response to ADT (AR, ESR1, ESR2, APC, BCL2, CD44, CDH1, RASSF1, ZEB1) was conducted by pyrosequencing. The mRNA expression of differentially methylated genes was investigated by quantitative real-time PCR. Intratumoral microvessel density and ERG expression were also assessed using immunohistochemistry. A statistically significant difference in CD44 promoter methylation levels was found, with higher levels in the non-treated cases, which accordingly showed lower CD44 gene expression than the treated cases. Moreover, lower ESR1 methylation levels were associated with higher ERG expression, and the CD44 methylation levels were increased in ERG-overexpressing tumors, particularly in the treated cases. Our data suggest an interplay between ERG expression and the epigenetic modifications in key genes of prostate tumorigenesis, and that CD44 promoter methylation could serve as a promising molecular biomarker of PCa progression under androgen-deprived conditions.
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Affiliation(s)
- Virginia Valentini
- Department of Molecular Medicine, Sapienza University of Rome, 00161 Rome, Italy; (V.V.); (V.S.); (L.O.)
| | - Raffaella Santi
- Department of Health Sciences, Section of Anatomic Pathology, University of Florence, 50139 Florence, Italy;
| | - Valentina Silvestri
- Department of Molecular Medicine, Sapienza University of Rome, 00161 Rome, Italy; (V.V.); (V.S.); (L.O.)
| | - Calogero Saieva
- Risk Factors and Lifestyle Epidemiology Unit, Institute for Cancer Research and Clinical Network (ISPRO), 50134 Florence, Italy;
| | - Giandomenico Roviello
- Department of Health Sciences, Section of Clinical Pharmacology and Oncology, University of Florence, 50139 Florence, Italy;
| | - Andrea Amorosi
- Department of Health Sciences, “Magna Graecia” University of Catanzaro, 88100 Catanzaro, Italy;
| | - Eva Compérat
- Department of Pathology, Medical University of Vienna, 1090 Vienna, Austria;
| | - Laura Ottini
- Department of Molecular Medicine, Sapienza University of Rome, 00161 Rome, Italy; (V.V.); (V.S.); (L.O.)
| | - Gabriella Nesi
- Department of Health Sciences, Section of Anatomic Pathology, University of Florence, 50139 Florence, Italy;
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4
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Porazzi P, Nason S, Yang Z, Carturan A, Ghilardi G, Guruprasad P, Patel RP, Tan M, Padmanabhan AA, Lemoine J, Fardella E, Zhang Y, Pajarillo R, Chen L, Ugwuanyi O, Markowitz K, Delman D, Angelos MG, Shestova O, Isshiki Y, Blanchard T, Béguelin W, Melnick AM, Linette GP, Beatty GL, Carreno BM, Cohen IJ, Paruzzo L, Schuster SJ, Ruella M. EZH1/EZH2 inhibition enhances adoptive T cell immunotherapy against multiple cancer models. Cancer Cell 2025; 43:537-551.e7. [PMID: 39983725 DOI: 10.1016/j.ccell.2025.01.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2024] [Revised: 11/21/2024] [Accepted: 01/29/2025] [Indexed: 02/23/2025]
Abstract
Tumor resistance to chimeric antigen receptor T cell (CAR-T) and, in general, to adoptive cell immunotherapies (ACTs) is a major challenge in the clinic. We hypothesized that inhibiting the tumor drivers' methyltransferases EZH2 and EZH1 could enhance ACT by rewiring cancer cells to a more immunogenic state. In human B cell lymphoma, EZH2 inhibition (tazemetostat) improved the efficacy of anti-CD19 CAR-T by enhancing activation, expansion, and tumor infiltration. Mechanistically, tazemetostat-treated tumors showed upregulation of genes related to adhesion, B cell activation, and inflammatory responses, and increased avidity to CAR-T. Furthermore, tazemetostat improved CAR- and TCR-engineered T cell efficacy in multiple liquid (myeloma and acute myeloid leukemia) and solid (sarcoma, ovarian, and prostate) cancers. Lastly, combined EZH1/EZH2 inhibition (valemetostat) further boosted CAR-T efficacy and expansion in multiple cancers. This study shows that EZH1/2 inhibition reprograms tumors to a more immunogenic state and potentiates ACT in preclinical models of both liquid and solid cancers.
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Affiliation(s)
- Patrizia Porazzi
- Center for Cellular Immunotherapies, University of Pennsylvania, Philadelphia, PA, USA; Division of Hematology-Oncology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA; Lymphoma Program, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Siena Nason
- Center for Cellular Immunotherapies, University of Pennsylvania, Philadelphia, PA, USA; Division of Hematology-Oncology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA; Lymphoma Program, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Ziqi Yang
- Center for Cellular Immunotherapies, University of Pennsylvania, Philadelphia, PA, USA; Division of Hematology-Oncology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA; Lymphoma Program, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Alberto Carturan
- Center for Cellular Immunotherapies, University of Pennsylvania, Philadelphia, PA, USA; Division of Hematology-Oncology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA; Lymphoma Program, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Guido Ghilardi
- Center for Cellular Immunotherapies, University of Pennsylvania, Philadelphia, PA, USA; Division of Hematology-Oncology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA; Lymphoma Program, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Puneeth Guruprasad
- Center for Cellular Immunotherapies, University of Pennsylvania, Philadelphia, PA, USA; Division of Hematology-Oncology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA; Lymphoma Program, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Ruchi P Patel
- Center for Cellular Immunotherapies, University of Pennsylvania, Philadelphia, PA, USA; Division of Hematology-Oncology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA; Lymphoma Program, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Melody Tan
- Center for Cellular Immunotherapies, University of Pennsylvania, Philadelphia, PA, USA; Division of Hematology-Oncology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA; Lymphoma Program, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA; Parker Institute for Cancer Immunotherapy, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Anushka Anant Padmanabhan
- Center for Cellular Immunotherapies, University of Pennsylvania, Philadelphia, PA, USA; Division of Hematology-Oncology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA; Lymphoma Program, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Jean Lemoine
- Center for Cellular Immunotherapies, University of Pennsylvania, Philadelphia, PA, USA; Division of Hematology-Oncology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA; Lymphoma Program, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Eugenio Fardella
- Center for Cellular Immunotherapies, University of Pennsylvania, Philadelphia, PA, USA; Division of Hematology-Oncology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA; School of Medicine, Università degli Studi di Milano, Milan, Italy
| | - Yunlin Zhang
- Center for Cellular Immunotherapies, University of Pennsylvania, Philadelphia, PA, USA; Division of Hematology-Oncology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA; Lymphoma Program, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Raymone Pajarillo
- Center for Cellular Immunotherapies, University of Pennsylvania, Philadelphia, PA, USA; Division of Hematology-Oncology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA; Lymphoma Program, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Linhui Chen
- Center for Cellular Immunotherapies, University of Pennsylvania, Philadelphia, PA, USA; Division of Hematology-Oncology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA; Lymphoma Program, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Ositadimma Ugwuanyi
- Center for Cellular Immunotherapies, University of Pennsylvania, Philadelphia, PA, USA; Division of Hematology-Oncology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA; Lymphoma Program, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Kelly Markowitz
- Division of Hematology-Oncology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Devora Delman
- Division of Hematology-Oncology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Mathew G Angelos
- Center for Cellular Immunotherapies, University of Pennsylvania, Philadelphia, PA, USA; Division of Hematology-Oncology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA; Lymphoma Program, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Olga Shestova
- Center for Cellular Immunotherapies, University of Pennsylvania, Philadelphia, PA, USA; Division of Hematology-Oncology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Yusuke Isshiki
- Division of Hematology/Oncology, Department of Medicine, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - Tatiana Blanchard
- Center for Cellular Immunotherapies, University of Pennsylvania, Philadelphia, PA, USA
| | - Wendy Béguelin
- Division of Hematology/Oncology, Department of Medicine, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - Ari M Melnick
- Division of Hematology/Oncology, Department of Medicine, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - Gerald P Linette
- Center for Cellular Immunotherapies, University of Pennsylvania, Philadelphia, PA, USA; Parker Institute for Cancer Immunotherapy, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Gregory L Beatty
- Division of Hematology-Oncology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA; Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Beatriz M Carreno
- Center for Cellular Immunotherapies, University of Pennsylvania, Philadelphia, PA, USA; Parker Institute for Cancer Immunotherapy, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Ivan J Cohen
- Center for Cellular Immunotherapies, University of Pennsylvania, Philadelphia, PA, USA; Division of Hematology-Oncology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA; Lymphoma Program, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Luca Paruzzo
- Center for Cellular Immunotherapies, University of Pennsylvania, Philadelphia, PA, USA; Division of Hematology-Oncology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA; Lymphoma Program, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Stephen J Schuster
- Center for Cellular Immunotherapies, University of Pennsylvania, Philadelphia, PA, USA; Division of Hematology-Oncology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA; Lymphoma Program, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Marco Ruella
- Center for Cellular Immunotherapies, University of Pennsylvania, Philadelphia, PA, USA; Division of Hematology-Oncology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA; Lymphoma Program, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA.
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5
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Constâncio V, Lobo J, Sequeira JP, Henrique R, Jerónimo C. Prostate cancer epigenetics - from pathophysiology to clinical application. Nat Rev Urol 2025:10.1038/s41585-024-00991-8. [PMID: 39820138 DOI: 10.1038/s41585-024-00991-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/09/2024] [Indexed: 01/19/2025]
Abstract
Prostate cancer is a multifactorial disease influenced by various molecular features. Over the past decades, epigenetics, which is the study of changes in gene expression without altering the DNA sequence, has been recognized as a major driver of this disease. In the past 50 years, advancements in technological tools to characterize the epigenome have highlighted crucial roles of epigenetic mechanisms throughout the entire spectrum of prostate cancer, from initiation to progression, including localized disease, metastatic dissemination, castration resistance and neuroendocrine transdifferentiation. Substantial advances in the understanding of epigenetic mechanisms in the pathophysiology of prostate cancer have been carried out, but translating preclinical achievements into clinical practice remains challenging. Ongoing research and biomarker-oriented clinical trials are expected to increase the likelihood of successfully integrating epigenetics into prostate cancer clinical management.
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Affiliation(s)
- Vera Constâncio
- Cancer Biology and Epigenetics Group, Research Center of IPO Porto (CI-IPOP)/CI-IPOP@RISE (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center Raquel Seruca (Porto.CCC Raquel Seruca), Porto, Portugal
- Doctoral Program in Biomedical Sciences, ICBAS - School of Medicine & Biomedical Sciences, University of Porto (ICBAS-UP), Porto, Portugal
| | - João Lobo
- Cancer Biology and Epigenetics Group, Research Center of IPO Porto (CI-IPOP)/CI-IPOP@RISE (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center Raquel Seruca (Porto.CCC Raquel Seruca), Porto, Portugal
- Department of Pathology, Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Centre Raquel Seruca (Porto.CCC), Porto, Portugal
- Department of Pathology and Molecular Immunology, ICBAS - School of Medicine & Biomedical Sciences, University of Porto, Porto, Portugal
| | - José Pedro Sequeira
- Cancer Biology and Epigenetics Group, Research Center of IPO Porto (CI-IPOP)/CI-IPOP@RISE (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center Raquel Seruca (Porto.CCC Raquel Seruca), Porto, Portugal
- Doctoral Program in Biomedical Sciences, ICBAS - School of Medicine & Biomedical Sciences, University of Porto (ICBAS-UP), Porto, Portugal
| | - Rui Henrique
- Cancer Biology and Epigenetics Group, Research Center of IPO Porto (CI-IPOP)/CI-IPOP@RISE (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center Raquel Seruca (Porto.CCC Raquel Seruca), Porto, Portugal
- Department of Pathology, Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Centre Raquel Seruca (Porto.CCC), Porto, Portugal
- Department of Pathology and Molecular Immunology, ICBAS - School of Medicine & Biomedical Sciences, University of Porto, Porto, Portugal
| | - Carmen Jerónimo
- Cancer Biology and Epigenetics Group, Research Center of IPO Porto (CI-IPOP)/CI-IPOP@RISE (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center Raquel Seruca (Porto.CCC Raquel Seruca), Porto, Portugal.
- Department of Pathology and Molecular Immunology, ICBAS - School of Medicine & Biomedical Sciences, University of Porto, Porto, Portugal.
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Prabhakaran R, Thamarai R, Sivasamy S, Dhandayuthapani S, Batra J, Kamaraj C, Karthik K, Shah MA, Mallik S. Epigenetic frontiers: miRNAs, long non-coding RNAs and nanomaterials are pioneering to cancer therapy. Epigenetics Chromatin 2024; 17:31. [PMID: 39415281 PMCID: PMC11484394 DOI: 10.1186/s13072-024-00554-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2024] [Accepted: 09/25/2024] [Indexed: 10/18/2024] Open
Abstract
Cancer has arisen from both genetic mutations and epigenetic changes, making epigenetics a crucial area of research for innovative cancer prevention and treatment strategies. This dual perspective has propelled epigenetics into the forefront of cancer research. This review highlights the important roles of DNA methylation, histone modifications and non-coding RNAs (ncRNAs), particularly microRNAs (miRNAs) and long non-coding RNAs, which are key regulators of cancer-related gene expression. It explores the potential of epigenetic-based therapies to revolutionize patient outcomes by selectively modulating specific epigenetic markers involved in tumorigenesis. The review examines promising epigenetic biomarkers for early cancer detection and prognosis. It also highlights recent progress in oligonucleotide-based therapies, including antisense oligonucleotides (ASOs) and antimiRs, to precisely modulate epigenetic processes. Furthermore, the concept of epigenetic editing is discussed, providing insight into the future role of precision medicine for cancer patients. The integration of nanomedicine into cancer therapy has been explored and offers innovative approaches to improve therapeutic efficacy. This comprehensive review of recent advances in epigenetic-based cancer therapy seeks to advance the field of precision oncology, ultimately culminating in improved patient outcomes in the fight against cancer.
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Affiliation(s)
- Rajkumar Prabhakaran
- Central Research Facility, Santosh Deemed to be University, Ghaziabad, UP, India
| | - Rajkumar Thamarai
- UGC Dr. D.S. Kothari Postdoctoral Fellow, Department of Animal Science, Manonmaniam Sundaranar University, Tirunelveli, Tamil Nadu, 627012, India
| | - Sivabalan Sivasamy
- Central Research Facility, Santosh Deemed to be University, Ghaziabad, UP, India
| | | | - Jyoti Batra
- Central Research Facility, Santosh Deemed to be University, Ghaziabad, UP, India.
| | - Chinnaperumal Kamaraj
- Interdisciplinary Institute of Indian System of Medicine, Directorate of Research, SRM Institute of Science and Technology, Kattankulathur, Tamil Nadu, 603203, India.
| | - Krishnasamy Karthik
- Department of Mechanical Engineering, Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology, Chennai, India
| | - Mohd Asif Shah
- Department of Economics, Kardan University, Parwane Du, 1001, Kabul, Afghanistan.
- Division of Research and Development, Lovely Professional University, Phagwara, Punjab, 144001, India.
- Centre of Research Impact and Outcome, Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, Punjab, 140401, India.
| | - Saurav Mallik
- Department of Environmental Health, Harvard T H Chan School of Public Health, Boston, Massachusetts, 02115, United States.
- Department of Pharmacology & Toxicology, University of Arizona, Tucson, AZ, 85721, USA.
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7
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Ferre-Giraldo A, Castells M, Sánchez-Herrero JF, López-Rodrigo O, de Rocco-Ponce M, Bassas L, Vigués F, Sumoy L, Larriba S. Semen sEV tRF-Based Models Increase Non-Invasive Prediction Accuracy of Clinically Significant Prostate Cancer among Patients with Moderately Altered PSA Levels. Int J Mol Sci 2024; 25:10122. [PMID: 39337607 PMCID: PMC11432266 DOI: 10.3390/ijms251810122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2024] [Revised: 09/06/2024] [Accepted: 09/17/2024] [Indexed: 09/30/2024] Open
Abstract
PSA screening has led to an over-diagnosis of prostate cancer (PCa) and unnecessary biopsies of benign conditions due to its low cancer specificity. Consequently, more accurate, preferentially non-invasive, tests are needed. We aim to evaluate the potential of semen sEV (small extracellular vesicles) tsRNAs (tRNA-derived small RNAs) as PCa indicators. Initially, following a literature review in the OncotRF database and high-throughput small RNA-sequencing studies in PCa tissue together with the sncRNA profile in semen sEVs, we selected four candidate 5'tRF tsRNAs for validation as PCa biomarkers. RT-qPCR analysis in semen sEVs from men with moderately elevated serum PSA levels successfully shows that the differential expression of the four tRFs between PCa and healthy control groups can be detected in a non-invasive manner. The combined model incorporating PSA and specific tRFs (5'-tRNA-Glu-TTC-9-1_L30 and 5'-tRNA-Val-CAC-3-1_L30) achieved high predictive accuracy in identifying samples with a Gleason score ≥ 7 and staging disease beyond IIA, supporting that the 5'tRF fingerprint in semen sEV can improve the PSA predictive value to discriminate between malignant and indolent prostate conditions. The in silico study allowed us to map target genes for the four 5'tRFs possibly involved in PCa. Our findings highlight the synergistic use of multiple biomarkers as an efficient approach to improve PCa screening and prognosis.
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Affiliation(s)
- Adriana Ferre-Giraldo
- Human Molecular Genetics Group-Bellvitge Biomedical Research Institute (IDIBELL), 08908 Hospitalet de Llobregat, Barcelona, Spain
| | - Manel Castells
- Urology Service, Bellvitge University Hospital-ICS (Institut Català de la Salut), 08908 Hospitalet de Llobregat, Barcelona, Spain
| | | | - Olga López-Rodrigo
- Laboratory of Andrology and Sperm Bank, Andrology Service-Puigvert Foundation, 08025 Barcelona, Spain
| | - Maurizio de Rocco-Ponce
- Laboratory of Andrology and Sperm Bank, Andrology Service-Puigvert Foundation, 08025 Barcelona, Spain
| | - Lluís Bassas
- Laboratory of Andrology and Sperm Bank, Andrology Service-Puigvert Foundation, 08025 Barcelona, Spain
| | - Francesc Vigués
- Urology Service, Bellvitge University Hospital-ICS (Institut Català de la Salut), 08908 Hospitalet de Llobregat, Barcelona, Spain
| | - Lauro Sumoy
- High Content Genomics and Bioinformatics (HCGB)-Germans Trias i Pujol Research Institute (IGTP), 08916 Badalona, Spain
| | - Sara Larriba
- Human Molecular Genetics Group-Bellvitge Biomedical Research Institute (IDIBELL), 08908 Hospitalet de Llobregat, Barcelona, Spain
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Zhang Y, Cao J, Yuan Z, Zuo H, Yao J, Tu X, Gu X. Construction and validation of prognostic signatures related to mitochondria and macrophage polarization in gastric cancer. Front Oncol 2024; 14:1433874. [PMID: 39132501 PMCID: PMC11310369 DOI: 10.3389/fonc.2024.1433874] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2024] [Accepted: 07/04/2024] [Indexed: 08/13/2024] Open
Abstract
Background Increasing evidence reveals the involvement of mitochondria and macrophage polarisation in tumourigenesis and progression. This study aimed to establish mitochondria and macrophage polarisation-associated molecular signatures to predict prognosis in gastric cancer (GC) by single-cell and transcriptional data. Methods Initially, candidate genes associated with mitochondria and macrophage polarisation were identified by differential expression analysis and weighted gene co-expression network analysis. Subsequently, candidate genes were incorporated in univariateCox analysis and LASSO to acquire prognostic genes in GC, and risk model was created. Furthermore, independent prognostic indicators were screened by combining risk score with clinical characteristics, and a nomogram was created to forecast survival in GC patients. Further, in single-cell data analysis, cell clusters and cell subpopulations were yielded, followed by the completion of pseudo-time analysis. Furthermore, a more comprehensive immunological analysis was executed to uncover the relationship between GC and immunological characteristics. Ultimately, expression level of prognostic genes was validated through public datasets and qRT-PCR. Results A risk model including six prognostic genes (GPX3, GJA1, VCAN, RGS2, LOX, and CTHRC1) associated with mitochondria and macrophage polarisation was developed, which was efficient in forecasting the survival of GC patients. The GC patients were categorized into high-/low-risk subgroups in accordance with median risk score, with the high-risk subgroup having lower survival rates. Afterwards, a nomogram incorporating risk score and age was generated, and it had significant predictive value for predicting GC survival with higher predictive accuracy than risk model. Immunological analyses revealed showed higher levels of M2 macrophage infiltration in high-risk subgroup and the strongest positive correlation between risk score and M2 macrophages. Besides, further analyses demonstrated a better outcome for immunotherapy in low-risk patients. In single-cell and pseudo-time analyses, stromal cells were identified as key cells, and a relatively complete developmental trajectory existed for stromal C1 in three subclasses. Ultimately, expression analysis revealed that the expression trend of RGS2, GJA1, GPX3, and VCAN was consistent with the results of the TCGA-GC dataset. Conclusion Our findings demonstrated that a novel prognostic model constructed in accordance with six prognostic genes might facilitate the improvement of personalised prognosis and treatment of GC patients.
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Affiliation(s)
- Yan Zhang
- Department of Gastrointestinal Surgery, Suzhou Municipal Hospital, Affiliated Suzhou Hospital of Nanjing Medical University, Gusu School of Nanjing Medical University, Suzhou, China
| | - Jian Cao
- Department of Gastroenterology, Suzhou Municipal Hospital, Affiliated Suzhou Hospital of Nanjing Medical University, Gusu School of Nanjing Medical University, Suzhou, China
| | - Zhen Yuan
- Department of Gastrointestinal Surgery, Suzhou Municipal Hospital, Affiliated Suzhou Hospital of Nanjing Medical University, Gusu School of Nanjing Medical University, Suzhou, China
| | - Hao Zuo
- Department of Gastrointestinal Surgery, Suzhou Municipal Hospital, Affiliated Suzhou Hospital of Nanjing Medical University, Gusu School of Nanjing Medical University, Suzhou, China
| | - Jiacong Yao
- Alliance Biotechnology Company, Hangzhou, China
| | - Xiaodie Tu
- Alliance Biotechnology Company, Hangzhou, China
| | - Xinhua Gu
- Department of Gastrointestinal Surgery, Suzhou Municipal Hospital, Affiliated Suzhou Hospital of Nanjing Medical University, Gusu School of Nanjing Medical University, Suzhou, China
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Huang G, Huang X, Jiang J. Deepm6A-MT: A deep learning-based method for identifying RNA N6-methyladenosine sites in multiple tissues. Methods 2024; 226:1-8. [PMID: 38485031 DOI: 10.1016/j.ymeth.2024.03.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Revised: 02/20/2024] [Accepted: 03/11/2024] [Indexed: 04/13/2024] Open
Abstract
N6-methyladenosine (m6A) is the most prevalent, abundant, and conserved internal modification in the eukaryotic messenger RNA (mRNAs) and plays a crucial role in the cellular process. Although more than ten methods were developed for m6A detection over the past decades, there were rooms left to improve the predictive accuracy and the efficiency. In this paper, we proposed an improved method for predicting m6A modification sites, which was based on bi-directional gated recurrent unit (Bi-GRU) and convolutional neural networks (CNN), called Deepm6A-MT. The Deepm6A-MT has two input channels. One is to use an embedding layer followed by the Bi-GRU and then by the CNN, and another is to use one-hot encoding, dinucleotide one-hot encoding, and nucleotide chemical property codes. We trained and evaluated the Deepm6A-MT both by the 5-fold cross-validation and the independent test. The empirical tests showed that the Deepm6A-MT achieved the state of the art performance. In addition, we also conducted the cross-species and the cross-tissues tests to further verify the Deepm6A-MT for effectiveness and efficiency. Finally, for the convenience of academic research, we deployed the Deepm6A-MT to the web server, which is accessed at the URL http://www.biolscience.cn/Deepm6A-MT/.
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Affiliation(s)
- Guohua Huang
- School of Information Technology and Administration, Hunan University of Finance and Economics, Changsha, Hunan 410205, China.
| | - Xiaohong Huang
- College of Information Science and Engineering, Shaoyang University, Shaoyang, Hunan 422000, China
| | - Jinyun Jiang
- College of Information Science and Engineering, Shaoyang University, Shaoyang, Hunan 422000, China
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Huang ZG, Chen Y, Wu T, Yin BT, Feng X, Li SH, Li DM, Chen G, Cheng JW, He J. What should be the future direction of development in the field of prostate cancer with lung metastasis? World J Clin Oncol 2023; 14:420-439. [PMID: 37970109 PMCID: PMC10631347 DOI: 10.5306/wjco.v14.i10.420] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Revised: 09/12/2023] [Accepted: 09/25/2023] [Indexed: 10/24/2023] Open
Abstract
BACKGROUND Since the start of the 21st century, prostate cancer with lung metastasis (PCLM) has accumulated significant scientific research output. However, a systematic knowledge framework for PCLM is still lacking. AIM To reconstruct the global knowledge system in the field of PCLM, sort out hot research directions, and provide reference for the clinical and mechanism research of PCLM. METHODS We retrieved 280 high-quality papers from the Web of Science Core Collection and conducted a bibliometric analysis of keywords, publication volume, and citation frequency. Additionally, we selected differentially expressed genes from global high-throughput datasets and performed enrichment analysis and protein-protein interaction analysis to further summarize and explore the mechanisms of PCLM. RESULTS PCLM has received extensive attention over the past 22 years, but there is an uneven spatial distribution in PCLM research. In the clinical aspect, the treatment of PCLM is mainly based on chemotherapy and immunotherapy, while diagnosis relies on methods such as prostate-specific membrane antigen positron emission tomography/computed tomography. In the basic research aspect, the focus is on cell adhesion molecules and signal transducer and activator of transcription 3, among others. Traditional treatments, such as chemotherapy, remain the mainstay of PCLM treatment, while novel approaches such as immunotherapy have limited effectiveness in PCLM. This study reveals for the first time that pathways related to coronavirus disease 2019, cytokine-cytokine receptor interaction, and ribosome are closely associated with PCLM. CONCLUSION Future research should focus on exploring and enhancing mechanisms such as cytokine-cytokine receptor interaction and ribosome and improve existing mechanisms like cadherin binding and cell adhesion molecules.
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Affiliation(s)
- Zhi-Guang Huang
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi Zhuang Autonomous Region, China
| | - Yi Chen
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi Zhuang Autonomous Region, China
| | - Tong Wu
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi Zhuang Autonomous Region, China
| | - Bin-Tong Yin
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi Zhuang Autonomous Region, China
| | - Xiao Feng
- Department of Radiology, First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi Zhuang Autonomous Region, China
| | - Sheng-Hua Li
- Department of Urology, First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi Zhuang Autonomous Region, China
| | - Dong-Ming Li
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi Zhuang Autonomous Region, China
| | - Gang Chen
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi Zhuang Autonomous Region, China
| | - Ji-Wen Cheng
- Department of Urology, First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi Zhuang Autonomous Region, China
| | - Juan He
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi Zhuang Autonomous Region, China
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